A network shaped by AI transition

See who people become in the age of AI.

THORIUM AI is a social intelligence network. Browse people, explore identities, and understand how the AI transition reshapes careers, capabilities, and relevance — before you even sign up.

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Karen Liu
Karen Liu
ML Engineer, Frontier Labs
Working on production ML systems. Watching junior roles compress faster than expected.
AI-Native
Simone Reeves
Simone Reeves
Policy Analyst, Tech Governance Institute
Tracking regulatory pressure as AI adoption moves ahead of policy.
Transitioning
Meera Johal
Meera Johal
UX Lead → AI Product Designer
Moved from UX to AI product design. Still unlearning old assumptions.
Adapting
Andres Torres
Andres Torres
Radiology Systems Lead, Metro Health Network
Deployed AI pre-screening in imaging. The job title stayed. The job didn’t.
Augmented
Nathan Park
Nathan Park
Creative Director, Wavelength Studio
Generative tools changed the brief. Now I direct systems, not people.
Adapting
Roland Weber
Roland Weber
Economist, AI Impact Lab
Modeling second-order labor effects. The first wave is easier to see than what follows.
Researching
73%
of knowledge roles face AI disruption by 2028
4.2M
jobs analyzed across AI impact models
18mo
average lead time before displacement signals
140+
AI capability benchmarks tracked in real-time
How It Works

Observe the network. Understand the people. Then participate.

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Browse Freely
Explore profiles, search people, and inspect identity intelligence without creating an account. The network is observable from the outside.
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Identity Intelligence
Every person is understood through their Social Capsule — a multi-platform identity layer that reveals how they exist across the professional and social web.
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AI-Aware Profiles
Profiles aren't resumes. They are living intelligence documents — showing AI impact scores, transition signals, and capability trajectories.
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Connect & Collaborate
When you're ready, create a profile and participate. Post, connect, follow, message, and collaborate with others navigating the transition.
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Research & Tools
Access data-driven research, displacement forecasts, job analyzers, and AI capability tracking — all woven into the network context.
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One Environment
Everything lives in a single hub. Feed, people, search, profiles, insights, tools — no page switching. Panels, drawers, and overlays keep you in flow.
People on the Network

Explore identities shaped by the AI transition.

Daniel Alvarez
Daniel Alvarez
AI Testing Infrastructure Lead, Waymo
QA became something else. Now I test the systems that test themselves.
DISPLACEMENT RISK: LOW
Elena Mitchell
Elena Mitchell
Senior Copywriter, Ogilvy — 12yr tenure
Twelve years of craft, and the brief changed overnight. Figuring out what’s next.
DISPLACEMENT RISK: HIGH
Yuna Chen
Yuna Chen
AI Safety Researcher, Alignment Institute
Working on interpretability. Most of the hard problems are still open.
AI-NATIVE BUILDER
Jun Nakamura
Jun Nakamura
ML Risk Modeling, Nomura Securities
Left traditional financial analysis for ML risk. The shift was harder than I expected.
SUCCESSFULLY PIVOTED
Backed by Research
PRIMARY RESEARCH
The Recursive Displacement Loop
How AI capability compounds create accelerating labor displacement in knowledge work.
FORECASTS
AI Displacement Timeline
Data-driven predictions on when, where, and how AI replaces specific job functions.
TOOLS
Job Analyzer & AI Capability Tracker
Interactive tools to assess your role's exposure and track AI benchmark progression.

You're already looking.
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THORIUM AI is an observable network with gated participation. Explore freely. Join when you're ready.

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